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articles/machine-learning/v1/how-to-debug-parallel-run-step.md

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@@ -181,9 +181,9 @@ Logs generated from entry script using EntryScript helper and print statements c
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- `~/logs/user/stderr/<node_id>/<process_name>.stderr.txt`: These files are the logs from stderr of entry_script.
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For example, the screenshot below shows minibatch 0 failed on node 1 process000. The corresponding logs for your entry script can be found in `~/logs/user/entry_script_log/1/process000.log.txt`, `~/logs/user/stdout/1/process000.log.txt` and `~/logs/user/stderr/1/process000.log.txt`
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For example, the screenshot shows minibatch 0 failed on node 0 process001. The corresponding logs for your entry script can be found in `~/logs/user/entry_script_log/0/process001.log.txt`, `~/logs/user/stdout/0/process001.log.txt` and `~/logs/user/stderr/0/process001.log.txt`
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![Sample processed_mini-batches.csv file](media/how-to-debug-parallel-run-step/processed_mini_batches_csv_screenshot.png)
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![Screenshot of a sample processed_mini-batches.csv file.](media/how-to-debug-parallel-run-step/processed-mini-batches-csv-screenshot.png)
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When you need a full understanding of how each node executed the score script, look at the individual process logs for each node. The process logs can be found in the `~/logs/sys/node` folder, grouped by worker nodes:
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#### Out of Memory
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`~/logs/perf` logs computation resource comsuption of processes. The memory usage of each task processor can be found. You can estimate the total memory usage on the node.
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`~/logs/perf` logs computation resource consumption of processes. The memory usage of each task processor can be found. You can estimate the total memory usage on the node.
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Out of Memory error can be found in `~/system_logs/lifecycler/<node-id>/execution-wrapper.txt`.
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